基本信息

郑小盈  研究员  博导  中国科学院上海高等研究院
电子邮件: zhengxy@sari.ac.cn
通信地址: 上海张江高科技园区海科路99号

招生信息

   
招生专业
081001-通信与信息系统
085400-电子信息
招生方向
科学数据处理
分布式计算
区块链

教育背景

2003-08--2008-08   美国佛罗里达大学   博士研究生
2000-09--2003-03   浙江大学   硕士研究生
1996-09--2000-06   浙江大学   本科

工作经历

   
工作简历
2022-01~现在, 中国科学院上海高等研究院, 研究员
2012-02~现在, 中国科学院上海高等研究院, 副研究员
2009-03~2011-10,中国科学院上海微系统与信息技术研究所, 助理研究员
社会兼职
2012-09-01-今,CCF YOCSEF,

专利与奖励

   
专利成果
( 1 ) 二次随机资源管理方法/系统、计算机存储介质及设备, 专利授权, 2020, 第 1 作者, 专利号: CN107590000B

( 2 ) 基于额外预算均分的作业调度方法、装置、终端和介质, 发明专利, 2019, 第 1 作者, 专利号: CN110008026A

( 3 ) 基于平稳分布概率的作业调度方法、装置、终端和介质, 发明专利, 2019, 第 1 作者, 专利号: CN110008002A

( 4 ) 基于数据中心广域网的数据传输方法及系统, 专利授权, 2019, 第 1 作者, 专利号: CN106209683B

( 5 ) 计算机集群资源分配系统和方法, 发明专利, 2018, 第 1 作者, 专利号: CN103812886B

( 6 ) 一种基于云计算环境的节约带宽资源租赁成本的方法, 发明专利, 2016, 第 2 作者, 专利号: CN106161282A

( 7 ) 一种云存储服务系统及方法, 发明专利, 2016, 第 2 作者, 专利号: CN105791371A

出版信息

   
发表论文
[1] Electronics. 2024, 第 6 作者
[2] Electronics. 2024,   通讯作者  
[3] Huang, Ying, Zheng, Xiaoying, Zhu, Yongxin. Optimized CPU-GPU collaborative acceleration of zero-knowledge proof for confidential transactions. JOURNAL OF SYSTEMS ARCHITECTURE[J]. 2023, 第 2 作者  通讯作者  135: http://dx.doi.org/10.1016/j.sysarc.2022.102807.
[4] 段皋翔, 郑小盈, 祝永新, Tao Ren, Yan Yan. An Efficient Transformer with Distance-aware Attention. 2023 IEEE 9th Intl Conference on Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing, (HPSC) and IEEE Intl Conference on Intelligent Data and Security (IDS). 2023, 第 2 作者  通讯作者  
[5] 邱天晨, 郑小盈, 祝永新, 封松林. 面向非独立同分布数据的联邦学习架构. 计算机工程[J]. 2023, 第 2 作者49(7): 110-117, http://lib.cqvip.com/Qikan/Article/Detail?id=7110052490.
[6] 张钦润, 郑小盈, 祝永新, 汪辉, 朱岩, 岳友岭. 中国天眼的超低丢包率天文数据流传输优化. 计算机工程与设计. 2023, 第 2 作者44(7): 2214-2222, http://lib.cqvip.com/Qikan/Article/Detail?id=7110056446.
[7] Journal of Systems Architecture. 2023,   通讯作者  
[8] 周月影, 任新平, 郑小盈, 祝永新, 许康, Shijin Song, 田犁. Federated-Learning-based Hierarchical Diagnosis of Liver Fibrosis. SmartCloud 2022. 2022, 第 3 作者
[9] 陈子康, 孔祥聪, 郑小盈, 祝永新, Tom Trigano. Parallel pileup correction for nuclear spectrometric data on many-core accelerators. 7th International Conference on Smart Computing and Communication. 2022, 第 3 作者  通讯作者  
[10] 陈仁杰, 郑小盈, 祝永新. 融合实体类别信息的实体关系联合抽取. 计算机工程[J]. 2022, 第 2 作者48(3): 46-53, http://lib.cqvip.com/Qikan/Article/Detail?id=7106682034.
[11] Wan, Jixiang, Xia, Ming, Huang, Zunkai, Tian, Li, Zheng, Xiaoying, Chang, Victor, Zhu, Yongxin, Wang, Hui. Event-Based Pedestrian Detection Using Dynamic Vision Sensors. ELECTRONICS[J]. 2021, 第 5 作者10(8): https://doaj.org/article/7bcd7a3f49744cd29d7e14c40fa4155e.
[12] Zhang, ShiChuan, Kong, XiangCong, Zhou, YueYing, Chen, LingYao, Zheng, XiaoYing, Xu, ChunLing, Lao, BaoQiang, An, Tao. Early-fusion based pulsar identification with smart under-sampling. RESEARCH IN ASTRONOMY AND ASTROPHYSICS[J]. 2021, 第 5 作者  通讯作者  21(10): 164-174, http://dx.doi.org/10.1088/1674-4527/21/10/257.
[13] Zheng Xiaoying. Custom Computing Design and Implementation for Multiple Dedispersion with GPU. IEEE CSCloud/EdgeCom 2021. 2021, 第 1 作者  通讯作者  
[14] Chen, Xintong, Zhu, Yongxin, Zheng, Xiaoying, Miao, Si, Nan, Tianhao, Li, Wanyi, IEEE. Parallel Multi-threaded Gridrec Algorithm for Computer Tomography on GPU for Edge Computing. 2020 7TH IEEE INTERNATIONAL CONFERENCE ON CYBER SECURITY AND CLOUD COMPUTING (CSCLOUD 2020)/2020 6TH IEEE INTERNATIONAL CONFERENCE ON EDGE COMPUTING AND SCALABLE CLOUD (EDGECOM 2020). 2020, 第 3 作者193-198, http://dx.doi.org/10.1109/CSCloud-EdgeCom49738.2020.00042.
[15] Zheng, Xiaoying, Xia, Ye. Exploring mixed integer programming reformulations for virtual machine placement with disk anti-colocation constraints. PERFORMANCE EVALUATION[J]. 2019, 第 1 作者  通讯作者  135: http://dx.doi.org/10.1016/j.peva.2019.102035.
[16] Zheng, Xiaoying, Zhu, Yongxin, Si, Xueming. A Survey on Challenges and Progresses in Blockchain Technologies: A Performance and Security Perspective. APPLIED SCIENCES-BASEL[J]. 2019, 第 1 作者9(22): http://dx.doi.org/10.3390/app9224731.
[17] Zhang, Hang, Zheng, Xiaoying, Xia, Ye, Li, Mingqi. Workflow Scheduling in the Cloud With Weighted Upward-Rank Priority Scheme Using Random Walk and Uniform Spare Budget Splitting. IEEE ACCESS[J]. 2019, 第 2 作者  通讯作者  7: 60359-60375, https://doaj.org/article/a81aa2ce432749c2aa611e66b709f90c.
[18] Xiaoying Zheng, Yongxin Zhu, Xueming Si. A Survey on Challenges and Progresses in Blockchain Technologies: A Performance and Security Perspective. APPLIED SCIENCES[J]. 2019, 第 1 作者9(22): https://doaj.org/article/233ba03c402b4808bdf94a46b722391b.
[19] 邓贤争, 郑小盈, 封松林, 李明齐. 下一代广播电视广播宽带交互协议探讨. 电视技术[J]. 2019, 第 2 作者43(1): 42-48, http://lib.cqvip.com/Qikan/Article/Detail?id=7001397009.
[20] 童麟, 郑小盈, 李明齐. 基于SDN技术的数据中心间可用带宽测量设计与实现. 工业控制计算机[J]. 2018, 第 2 作者31(8): 34-36, http://lib.cqvip.com/Qikan/Article/Detail?id=675954258.
[21] 郭绍光, 郑小盈, 毛羽丰, 郭铨, 安涛, 陆扬, 陈中, 劳保强, 陈骁, 赵振, 王玲玲. SKA海量数据传输的方案及展望. 科研信息化技术与应用[J]. 2018, 第 2 作者9(3): 3-13, http://lib.cqvip.com/Qikan/Article/Detail?id=6100056986.
[22] Zheng Xiaoying. A Scalable Fair Heterogeneous Resource Allocation Scheme in Distributed Systems. 2017 IEEE DataCom. 2017, 第 1 作者
[23] 孙兴斌, 孙彦赞, 郑小盈, 芮赟. 面向多类不均衡网络流量的特征选择方法. 计算机应用研究[J]. 2017, 第 3 作者34(2): 568-571,594, http://lib.cqvip.com/Qikan/Article/Detail?id=671086297.
[24] 高官涛, 郑小盈, 李明齐. 面向R语言的分布式流处理系统设计与实现. 科学技术与工程[J]. 2016, 第 2 作者16(2): 208-213, http://lib.cqvip.com/Qikan/Article/Detail?id=667833687.
[25] Tong Lin, Zheng Xiaoying, Xia Ye, Li Mingqi, IEEE. Delay Tolerant Bulk Transfers on Inter-datacenter Networks. 2016 IEEE GLOBECOM WORKSHOPS (GC WKSHPS). 2016, 第 11 作者
[26] 李梦寒, 郑小盈, 李明齐, 张宏鑫. 在线云存储服务的流量管理研究. 计算机应用与软件[J]. 2016, 第 2 作者33(9): 27-32, http://lib.cqvip.com/Qikan/Article/Detail?id=670036527.
[27] Zheng, Xiaoying, Cho, Chunglae, Xia, Ye. Algorithms and Stability Analysis for Content Distribution over Multiple Multicast Trees. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS[J]. 2015, 第 1 作者  通讯作者  26(5): 1217-1227, https://www.webofscience.com/wos/woscc/full-record/WOS:000352728200002.
[28] Zheng, Xiaoying, Xia, Ye. Optimizing network objectives in collaborative content distribution. COMPUTER NETWORKS[J]. 2015, 第 1 作者  通讯作者  91: 244-261, http://dx.doi.org/10.1016/j.comnet.2015.08.013.
[29] 李梦寒, 郑小盈, 李明齐, 张宏鑫. 基于负载均衡的在线云存储流量调度研究. 科学技术与工程[J]. 2015, 第 2 作者70-75, http://lib.cqvip.com/Qikan/Article/Detail?id=666030379.
[30] Zheng, Xiaoying, Cho, Chunglae, Xia, Ye. Content distribution by multiple multicast trees and intersession cooperation: Optimal algorithms and approximations. COMPUTER NETWORKS[J]. 2015, 第 1 作者  通讯作者  83: 100-117, http://dx.doi.org/10.1016/j.comnet.2015.03.004.
[31] 高官涛, 郑小盈, 宋应文, 周星宇, 吴佳明, 霍雷, 张嘉璐. 基于Spark MapReduce框架的分布式渲染系统研究. 软件导刊[J]. 2013, 第 2 作者12(12): 26-29, http://lib.cqvip.com/Qikan/Article/Detail?id=48521584.
[32] Zheng Xiaoying. Mobility Management and Performance Optimization in Next Generation Heterogeneous Mobile Networks. 2013, 第 1 作者
[33] Zheng, Xiaojin, Xu, Jing, Wang, Jiang, Yang, Yang, Zheng, Xiaoying, Teng, Yong, Horneman, Kari. McPAO: A Distributed Multi-channel Power Allocation and Optimization Algorithm for Femtocells. MOBILE NETWORKS & APPLICATIONS[J]. 2012, 第 5 作者17(5): 648-661, http://ir.sim.ac.cn/handle/331004/115058.
[34] 余建涛, 胡宏林, 金圣峣, 郑小盈. 移动负载均衡与移动鲁棒性优化的冲突协调. 计算机工程[J]. 2012, 第 4 作者38(1): 37-41, http://lib.cqvip.com/Qikan/Article/Detail?id=40827196.
[35] Shen Kaiji, Zheng Xiaoying, Song Yingwen, Bai Yanqin, IEEE. FAIR MULTI-NODE MULTI-RESOURCE ALLOCATION AND TASK SCHEDULING IN DATACENTER. IEEE ASIA PACIFIC CLOUD COMPUTING CONGRESS 2012. 2012, 第 11 作者59-63, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000318564200012.
[36] 田金凤, 郑小盈, 胡宏林, 尤肖虎. 中国下一代移动通信研究. 科学通报[J]. 2012, 第 2 作者57(5): 299-313, http://lib.cqvip.com/Qikan/Article/Detail?id=40964501.
[37] Zheng Xiaoying. PSS Based Time Synchronization for 3GPP LTE Downlink Receivers. 2011 IEEE 13th International Conference on Communication Technology (ICCT). 2011, 第 1 作者  通讯作者  
[38] JinFeng, Tian, XiaoYing, Zheng, HongLin, Hu, XiaoHu, You. A survey of next generation mobile communications research in China. CHINESE SCIENCE BULLETIN[J]. 2011, 第 2 作者56(27): 2875-2888, http://dx.doi.org/10.1007/s11434-011-4658-x.
[39] Zheng, Xiaoying, Cho, Chunglae, Xia, Ye. Optimal Swarming for Massive Content Distribution. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS[J]. 2010, 第 1 作者  通讯作者  21(6): 841-856, https://www.webofscience.com/wos/woscc/full-record/WOS:000276899800009.
[40] Hu, Honglin, Zhang, Jian, Zheng, Xiaoying, Yang, Yang, Wu, Ping. Self-Configuration and Self-Optimization for LTE Networks. IEEE COMMUNICATIONS MAGAZINE[J]. 2010, 第 3 作者48(2): 94-100, http://dx.doi.org/10.1109/MCOM.2010.5402670.
[41] Zheng, Xiaoying, Cho, Chunglae, Xia, Ye, IEEE. Algorithms and Stability Analysis for Content Distribution over Multiple Multicast Trees. PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009). 2009, 第 1 作者2010-2016, 
[42] Zheng Xiaoying, Cho Chunglae, Xia Ye, IEEE. Content Distribution by Multiple Multicast Trees and Intersession Cooperation: Optimal Algorithms and Approximations. PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009). 2009, 第 1 作者5857-5862, 
[43] Zheng, Xiaoying, Chen, Feng, Xia, Ye, Fang, Yuguang Michael. A Class of Cross-Layer Optimization Algorithms for Performance and Complexity Trade-Offs in Wireless Networks. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS[J]. 2009, 第 1 作者20(10): 1393-1407, https://www.webofscience.com/wos/woscc/full-record/WOS:000269132000001.
[44] Zheng Xiaoying. Optimal Peer-to-Peer Technique for Massive Content Distribution. IEEE INFOCOM 2008. 2008, 第 1 作者
[45] Zheng Xiaoying, Chen Deren. Using multi-class queuing network to solve performance models of e-business sites. 浙江大学学报自然科学英文版[J]. 2004, 第 1 作者5(1): 31-39, http://lib.cqvip.com/Qikan/Article/Detail?id=9072004.

科研活动

   
科研项目
( 1 ) 内容分发网络中的P2P分群分发技术研究 , 负责人, 国家任务, 2012-01--2014-12
( 2 ) 中国科学院青年创新促进会, 负责人, 中国科学院计划, 2014-01--2017-12
( 3 ) 未来网络现网无扰试验环境与技术研究, 参与, 中国科学院计划, 2012-06--2016-05
( 4 ) 数据中心资源虚拟化管理关键技术研究, 负责人, 地方任务, 2014-07--2017-06
( 5 ) 数据与计算技术研发, 负责人, 国家任务, 2020-12--2025-11
( 6 ) 数据中心复杂约束条件下资源调度高可扩展方法研究, 负责人, 地方任务, 2019-07--2022-06
参与会议
(1)基于区块链的地球大数据共享   首届中国数字地球大会   郑小盈、祝永新   2019-11-19
(2)跨洲际高带宽的SKA大数据传输   2018中国科学数据大会   2018-07-24
(3)A Scalable Fair Heterogeneous Resource Allocation Scheme in Distributed Systems   2017-12-08
(4)Delay Tolerant Bulk Transfers on Inter-datacenter Networks   2016-12-08
(5)Fair Multi-Node Multi-Resource Allocation and Task Scheduling in Datacenter   Kaiji Shen   2012-11-15
(6)Content distribution by multiple multicast trees and intersession cooperation: Optimal algorithms and approximations   Xiaoying Zheng   2009-12-16
(7)Algorithms and stability analysis for content distribution over multiple multicast trees   Xiaoying Zheng   2009-12-16
(8)Optimal Peer-to-Peer Technique for Massive Content Distribution   Xiaoying Zheng   2008-04-16

指导学生

已指导学生

高官涛  硕士研究生  085208-电子与通信工程  

李梦寒  硕士研究生  081001-通信与信息系统  

田乔  硕士研究生  085208-电子与通信工程  

张士川  硕士研究生  085211-计算机技术